Not sure if this is a valid "tools" question, but here goes: I want to compare a build that can attack 5 times, with a 5% critical chance; to a build that can attack 3 times, but with a 15% critical chance. How can I do this in anydice? Assume each attack in the first case is 1d6 + 5, and 2d6 + 5 in the second case.
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1Sorry, that was my bad. Without the effect of a critical in the question the dnd-5e tag is still required. – Miniman Oct 30 '14 at 23:59
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There's no way to really compare the two without assuming to-hit numbers. E.g. if only natural 20 hits the former deals 67% more damage on average, while if 18 and up hit (and nothing else) it only deals 10% more. – Hassassin Oct 31 '14 at 19:05
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@Hassassin While you're technically right, that's an extreme case--one that doesn't even exist. A Tarrasque, designed for a Level 30 party, has an AC of 25... so, any L20 char that maxed their main stat and uses a non-magical weapon with proficiency will hit on a 14 or more. – Khashir Oct 31 '14 at 22:39
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@Khashir, my point is that the relative damage output depends on the hit chance. Those were just two numbers I could calculate in my head. Real probability graphs look something like this (based on Miniman's answer). – Hassassin Nov 01 '14 at 11:45
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@Hassassin: Fair enough, it's an interesting refinement, thank you. It seems like it doesn't affect the answer except when PC's have to roll >14 (which, right now, is a non-issue, per my comment above). But it's still good to keep in mind. – Khashir Nov 01 '14 at 13:38
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This was my first try at using anydice.
The results for the first build are here: http://anydice.com/program/4a60
The results for the second build are here: http://anydice.com/program/4a62
The comparison between the two is here: http://anydice.com/program/4a63
I'll include the comparison graph for the sake of having something other than a link in this answer:

(For those who don't want to zoom in, the black line is the first build, and the orange one is the second.)
Miniman
- 144,275
- 45
- 644
- 782
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You are assuming anything that isn't critical hit deals normal damage. At least a natural 1 will deal none, probably other low numbers. – Hassassin Oct 31 '14 at 19:15
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6The question doesn't take into account the possibility of missing, so neither did I. – Miniman Oct 31 '14 at 23:05